Jonghee Kim (김종희)

Education

• 2014.3 - Present         Ph.D. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea

• 2012.9 - 2014.2          M.S. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea

• 2008.3 - 2012.8          B.S. (School of Electrical, Electronics & Communication Engineering), Korea University of Technology and Education, South Korea

Research Interests

• Super-Resolution

• Image/Texture Synthesis

• Image Quality Assessment

Publications

• Jonghee Kim, Chanho Jung, and Changick Kim, "Dual Back-Projection-Based Internal Learning for Blind Super-Resolution," Accepted to IEEE Signal Processing Letters, Jun. 2020.

• Juri Jung, Jonghee Kim, Youngeun Kim, and Changick Kim, “Reinforcement Learning-based Layer-wise Quantization For Lightweight Deep Neural Networks,” Accepted to The 27th IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, Oct. 22-28, 2020.

• Seokeon Choi, Jonghee Kim, Wonjun Kim, and Changick Kim, "Skeleton-based Gait Recognition via Robust Frame-level Matching," IEEE Transactions on Information Forensics and Security, vol. 14, no. 10, pp. 2577-2592, Oct. 2019. 

• Hyunjun Eun, Jonghee Kim, Jinsu Kim, and Changick Kim, "Fast Korean Text Detection and Recognition in Traffic Guide Signs," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, Dec. 9-12, 2018. 

• Jonghee Kim, Jinsu Kim, Seokeon Choi, Muhammad Abul Hasan, and Changick Kim, "Robust Template Matching Using Scale-Adaptive Deep Convolutional Features," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Kuala Lumpur, Malaysia, Dec. 12-15, 2017.

• Jonghee Kim and Changick Kim, "Discrete Feature Transform for Low-Complexity Single-Image Super-Resolution," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 13-16, 2016.

• Seokeon Choi, Jonghee Kim, and Changick Kim, "A Selective Upscaling Method via Super-Resolution Validity Measure," in Proc. IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Seoul, Korea, Oct. 26-28, 2016.

• Hyunjun Eun, Jonghee Kim, and Changick Kim, "Salient Object Detection Using HOS Based L0 Smoothing and Shape-Aware Region Merging," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Singapore, Dec. 13-16, 2015.

• Jonghee Kim, Hyunjun Eun, and Changick Kim, "No-reference Image Quality Assessment based on Singular Value Decomposition without Learning," accepted to Pacific-Rim Conference on Multimedia (PCM), Gwangju, Korea, Sep. 16-19, 2015.

• Jonghee Kim and Changick Kim, "Aesthetic Quality Classification via Subject Region Extraction," IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30. 2014.

• 김종희, 김창익, "학습 가능한 선형 보간을 이용한 효율적인 초고해상도화 방법," 제29회 신호처리합동학술대회, pp. 56-58, KAIST 대전, Sep. 26-27, 2019. 

• 최석언, 김종희, 김창익, "고해상도화를 위한 영역 기반 합성 가능성 예측 방법", 한국멀티미디어학회 추계학술발표대회, 경북대학교, Nov. 07, 2015. 

• 최준향, 김종희, 김창익, "영화에서 글자검출을 이용한 오프닝 장면의 검출", 대한전자공학회 추계학술대회, 한양대학교, Nov. 29, 2014.

• 김윤형, 최준향, 김종희, 김창익 외 4인, "수정된 안개 제거 기법을 이용한 수중영상 화질 개선", 대한전자공학회 추계학술대회, 한양대학교, Nov. 29, 2014.

• 김종희, 이혁재, 김창익, "사진의 심미적 평가를 위한 전체적으로 블러된 사진 검출," 제26회 신호처리합동학술대회, pp. 193-195, 한국과학기술원, Oct. 2013.

• 김종희, 이재호, 김창익, "구조적 분석에 기반한 도시 영상의 깊이지도 추정," 한국멀티미디어학회 춘계학술발표대회, pp. 151-153, 한국과학기술원, May. 2013.

• 박동진, 김종희, 김창익, "하이브리드 시각사전 모델에 기반한 스포츠 영상 분류," 제25회 영상처리 및 이해에 관한 워크샵(IPIU), 제주 그랜드 호텔, Feb. 2013.